Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 554822 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 89598 |
| Duplicate rows (%) | 16.1% |
| Total size in memory | 122.8 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 10 |
| Dataset has 89598 (16.1%) duplicate rows | Duplicates |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of _week_first_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of _week_first_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of _year_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking and 1 other fields | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking and 1 other fields | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of _week_first_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 3 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of _week_first_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of _year_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with week_of_year_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_account_created | High correlation |
day_of_week_first_active is highly correlated with day_of _week_first_account_created | High correlation |
week_of_year_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
week_of_year_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_account_created is highly correlated with day_first_active | High correlation |
day_of _week_first_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of _year_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
first_browser is highly correlated with first_device_type | High correlation |
first_device_type is highly correlated with first_browser and 1 other fields | High correlation |
affiliate_channel is highly correlated with affiliate_provider | High correlation |
signup_app is highly correlated with first_device_type | High correlation |
affiliate_provider is highly correlated with affiliate_channel | High correlation |
signup_flow is highly correlated with affiliate_channel and 3 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_first_booking and 4 other fields | High correlation |
days_from_account_created_until_first_booking is highly correlated with days_from_first_active_until_booking and 6 other fields | High correlation |
year_first_active is highly correlated with days_from_account_created_until_first_booking and 6 other fields | High correlation |
month_first_active is highly correlated with year_first_active and 6 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
day_of_week_first_active is highly correlated with day_of _week_first_account_created | High correlation |
week_of_year_first_active is highly correlated with year_first_active and 6 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 6 other fields | High correlation |
month_first_booking is highly correlated with days_from_first_active_until_booking and 7 other fields | High correlation |
day_first_booking is highly correlated with days_from_first_active_until_booking and 5 other fields | High correlation |
week_of_year_first_booking is highly correlated with days_from_first_active_until_booking and 8 other fields | High correlation |
year_account_created is highly correlated with days_from_account_created_until_first_booking and 6 other fields | High correlation |
month_account_created is highly correlated with year_first_active and 6 other fields | High correlation |
day_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
day_of _week_first_account_created is highly correlated with day_of_week_first_active | High correlation |
week_of _year_first_account_created is highly correlated with year_first_active and 6 other fields | High correlation |
affiliate_channel is highly correlated with signup_flow and 3 other fields | High correlation |
affiliate_provider is highly correlated with signup_flow and 2 other fields | High correlation |
first_affiliate_tracked is highly correlated with affiliate_channel and 1 other fields | High correlation |
signup_app is highly correlated with signup_flow and 3 other fields | High correlation |
first_device_type is highly correlated with signup_app and 1 other fields | High correlation |
first_browser is highly correlated with signup_flow and 2 other fields | High correlation |
days_from_first_active_until_account_created is highly skewed (γ1 = 67.77477362) | Skewed |
signup_flow has 441238 (79.5%) zeros | Zeros |
days_from_first_active_until_booking has 122446 (22.1%) zeros | Zeros |
days_from_first_active_until_account_created has 553802 (99.8%) zeros | Zeros |
days_from_account_created_until_first_booking has 122379 (22.1%) zeros | Zeros |
day_of_week_first_active has 86787 (15.6%) zeros | Zeros |
day_of_week_first_booking has 124075 (22.4%) zeros | Zeros |
day_of _week_first_account_created has 86744 (15.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-07-22 14:01:59.557762 |
|---|---|
| Analysis finished | 2022-07-22 14:08:12.378882 |
| Duration | 6 minutes and 12.82 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
age
Real number (ℝ≥0)
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.77970232 |
| Minimum | 16 |
|---|---|
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 28 |
| median | 33 |
| Q3 | 41 |
| 95-th percentile | 61 |
| Maximum | 115 |
| Range | 99 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 13.17440626 |
|---|---|
| Coefficient of variation (CV) | 0.3581977402 |
| Kurtosis | 6.791570217 |
| Mean | 36.77970232 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.111487904 |
| Sum | 20406188 |
| Variance | 173.5649802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 30377 | 5.5% |
| 31 | 30259 | 5.5% |
| 29 | 29160 | 5.3% |
| 32 | 28602 | 5.2% |
| 28 | 27287 | 4.9% |
| 33 | 26616 | 4.8% |
| 27 | 24571 | 4.4% |
| 34 | 23755 | 4.3% |
| 35 | 22384 | 4.0% |
| 26 | 21436 | 3.9% |
| Other values (89) | 290375 |
| Value | Count | Frequency (%) |
| 16 | 26 | < 0.1% |
| 17 | 74 | < 0.1% |
| 18 | 1698 | 0.3% |
| 19 | 3720 | 0.7% |
| 20 | 2777 | 0.5% |
| 21 | 4907 | 0.9% |
| 22 | 8583 | |
| 23 | 11942 | |
| 24 | 14952 | |
| 25 | 19088 |
| Value | Count | Frequency (%) |
| 115 | 12 | < 0.1% |
| 113 | 4 | < 0.1% |
| 112 | 1 | < 0.1% |
| 111 | 2 | < 0.1% |
| 110 | 191 | < 0.1% |
| 109 | 103 | < 0.1% |
| 108 | 76 | < 0.1% |
| 107 | 86 | < 0.1% |
| 106 | 74 | < 0.1% |
| 105 | 4126 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.729837678 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 441238 |
| Zeros (%) | 79.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.296777675 |
|---|---|
| Coefficient of variation (CV) | 3.062008502 |
| Kurtosis | 11.42426557 |
| Mean | 1.729837678 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.516556698 |
| Sum | 959752 |
| Variance | 28.05585374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 441238 | |
| 1 | 28587 | 5.2% |
| 2 | 23251 | 4.2% |
| 25 | 11500 | 2.1% |
| 3 | 9959 | 1.8% |
| 12 | 8254 | 1.5% |
| 24 | 6593 | 1.2% |
| 23 | 2840 | 0.5% |
| 5 | 2139 | 0.4% |
| 6 | 2036 | 0.4% |
| Other values (16) | 18425 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 441238 | |
| 1 | 28587 | 5.2% |
| 2 | 23251 | 4.2% |
| 3 | 9959 | 1.8% |
| 4 | 2027 | 0.4% |
| 5 | 2139 | 0.4% |
| 6 | 2036 | 0.4% |
| 7 | 1827 | 0.3% |
| 8 | 1841 | 0.3% |
| 9 | 1668 | 0.3% |
| Value | Count | Frequency (%) |
| 25 | 11500 | |
| 24 | 6593 | |
| 23 | 2840 | 0.5% |
| 22 | 841 | 0.2% |
| 21 | 1045 | 0.2% |
| 20 | 699 | 0.1% |
| 19 | 734 | 0.1% |
| 18 | 710 | 0.1% |
| 17 | 709 | 0.1% |
| 16 | 712 | 0.1% |
days_from_first_active_until_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1853 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.3910011 |
| Minimum | 0 |
|---|---|
| Maximum | 2228 |
| Zeros | 122446 |
| Zeros (%) | 22.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 103 |
| 95-th percentile | 667 |
| Maximum | 2228 |
| Range | 2228 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 240.110073 |
|---|---|
| Coefficient of variation (CV) | 2.080838807 |
| Kurtosis | 9.851641831 |
| Mean | 115.3910011 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.981158886 |
| Sum | 64021466 |
| Variance | 57652.84716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122446 | |
| 1 | 70338 | 12.7% |
| 2 | 32712 | 5.9% |
| 3 | 20939 | 3.8% |
| 4 | 15445 | 2.8% |
| 5 | 11768 | 2.1% |
| 6 | 10431 | 1.9% |
| 7 | 9028 | 1.6% |
| 8 | 7749 | 1.4% |
| 9 | 6119 | 1.1% |
| Other values (1843) | 247847 |
| Value | Count | Frequency (%) |
| 0 | 122446 | |
| 1 | 70338 | |
| 2 | 32712 | 5.9% |
| 3 | 20939 | 3.8% |
| 4 | 15445 | 2.8% |
| 5 | 11768 | 2.1% |
| 6 | 10431 | 1.9% |
| 7 | 9028 | 1.6% |
| 8 | 7749 | 1.4% |
| 9 | 6119 | 1.1% |
| Value | Count | Frequency (%) |
| 2228 | 1 | |
| 2001 | 2 | |
| 1999 | 1 | |
| 1995 | 1 | |
| 1992 | 1 | |
| 1991 | 2 | |
| 1990 | 2 | |
| 1980 | 1 | |
| 1979 | 1 | |
| 1977 | 1 |
| Distinct | 324 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2266384534 |
| Minimum | 0 |
|---|---|
| Maximum | 1456 |
| Zeros | 553802 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1456 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.22598719 |
|---|---|
| Coefficient of variation (CV) | 45.12026549 |
| Kurtosis | 5722.187389 |
| Mean | 0.2266384534 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 67.77477362 |
| Sum | 125744 |
| Variance | 104.570814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 553802 | |
| 2 | 104 | < 0.1% |
| 1 | 91 | < 0.1% |
| 3 | 70 | < 0.1% |
| 4 | 56 | < 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 15 | < 0.1% |
| 16 | 11 | < 0.1% |
| 11 | 10 | < 0.1% |
| 10 | 9 | < 0.1% |
| Other values (314) | 636 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 553802 | |
| 1 | 91 | < 0.1% |
| 2 | 104 | < 0.1% |
| 3 | 70 | < 0.1% |
| 4 | 56 | < 0.1% |
| 5 | 18 | < 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 1456 | 1 | |
| 1369 | 1 | |
| 1361 | 1 | |
| 1148 | 1 | |
| 1036 | 1 | |
| 1011 | 1 | |
| 1006 | 1 | |
| 991 | 1 | |
| 984 | 1 | |
| 968 | 1 |
days_from_account_created_until_first_booking
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1973 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.163858 |
| Minimum | -349 |
|---|---|
| Maximum | 2001 |
| Zeros | 122379 |
| Zeros (%) | 22.1% |
| Negative | 240 |
| Negative (%) | < 0.1% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | -349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 103 |
| 95-th percentile | 665 |
| Maximum | 2001 |
| Range | 2350 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 239.8539224 |
|---|---|
| Coefficient of variation (CV) | 2.082718716 |
| Kurtosis | 9.866476349 |
| Mean | 115.163858 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.983115349 |
| Sum | 63895442 |
| Variance | 57529.90408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122379 | |
| 1 | 70291 | 12.7% |
| 2 | 32699 | 5.9% |
| 3 | 20925 | 3.8% |
| 4 | 15431 | 2.8% |
| 5 | 11773 | 2.1% |
| 6 | 10439 | 1.9% |
| 7 | 9029 | 1.6% |
| 8 | 7752 | 1.4% |
| 9 | 6119 | 1.1% |
| Other values (1963) | 247985 |
| Value | Count | Frequency (%) |
| -349 | 1 | |
| -347 | 1 | |
| -338 | 1 | |
| -308 | 1 | |
| -298 | 1 | |
| -295 | 1 | |
| -288 | 1 | |
| -273 | 1 | |
| -269 | 1 | |
| -268 | 1 |
| Value | Count | Frequency (%) |
| 2001 | 2 | |
| 1999 | 1 | |
| 1995 | 1 | |
| 1992 | 1 | |
| 1991 | 2 | |
| 1990 | 2 | |
| 1980 | 1 | |
| 1979 | 1 | |
| 1977 | 1 | |
| 1976 | 1 |
year_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.692709 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2013 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9277205842 |
|---|---|
| Coefficient of variation (CV) | 0.000460935035 |
| Kurtosis | -0.3213344358 |
| Mean | 2012.692709 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.368153838 |
| Sum | 1116686194 |
| Variance | 0.8606654823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 224563 | |
| 2012 | 162933 | |
| 2014 | 111093 | |
| 2011 | 50056 | 9.0% |
| 2010 | 6168 | 1.1% |
| 2009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 9 | < 0.1% |
| 2010 | 6168 | 1.1% |
| 2011 | 50056 | 9.0% |
| 2012 | 162933 | |
| 2013 | 224563 | |
| 2014 | 111093 |
| Value | Count | Frequency (%) |
| 2014 | 111093 | |
| 2013 | 224563 | |
| 2012 | 162933 | |
| 2011 | 50056 | 9.0% |
| 2010 | 6168 | 1.1% |
| 2009 | 9 | < 0.1% |
month_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.807932995 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.067627605 |
|---|---|
| Coefficient of variation (CV) | 0.5281788905 |
| Kurtosis | -0.8693851241 |
| Mean | 5.807932995 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2746715861 |
| Sum | 3222369 |
| Variance | 9.410339125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 75346 | |
| 6 | 71619 | |
| 4 | 62369 | |
| 3 | 51841 | |
| 2 | 46169 | |
| 8 | 44135 | |
| 1 | 44064 | |
| 9 | 41154 | |
| 7 | 33804 | |
| 10 | 32591 | |
| Other values (2) | 51730 |
| Value | Count | Frequency (%) |
| 1 | 44064 | |
| 2 | 46169 | |
| 3 | 51841 | |
| 4 | 62369 | |
| 5 | 75346 | |
| 6 | 71619 | |
| 7 | 33804 | |
| 8 | 44135 | |
| 9 | 41154 | |
| 10 | 32591 |
| Value | Count | Frequency (%) |
| 12 | 19490 | 3.5% |
| 11 | 32240 | |
| 10 | 32591 | |
| 9 | 41154 | |
| 8 | 44135 | |
| 7 | 33804 | |
| 6 | 71619 | |
| 5 | 75346 | |
| 4 | 62369 | |
| 3 | 51841 |
day_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.51307807 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.421955108 |
|---|---|
| Coefficient of variation (CV) | 0.5428938778 |
| Kurtosis | -1.178646631 |
| Mean | 15.51307807 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.001275577787 |
| Sum | 8606997 |
| Variance | 70.92932785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 20315 | 3.7% |
| 24 | 20284 | 3.7% |
| 23 | 20096 | 3.6% |
| 13 | 19804 | 3.6% |
| 16 | 19757 | 3.6% |
| 27 | 19726 | 3.6% |
| 3 | 19643 | 3.5% |
| 15 | 19333 | 3.5% |
| 18 | 19184 | 3.5% |
| 21 | 19173 | 3.5% |
| Other values (21) | 357507 |
| Value | Count | Frequency (%) |
| 1 | 12964 | |
| 2 | 16335 | |
| 3 | 19643 | |
| 4 | 18862 | |
| 5 | 18939 | |
| 6 | 18732 | |
| 7 | 19010 | |
| 8 | 18728 | |
| 9 | 19097 | |
| 10 | 19152 |
| Value | Count | Frequency (%) |
| 31 | 2858 | 0.5% |
| 30 | 11470 | |
| 29 | 14889 | |
| 28 | 17583 | |
| 27 | 19726 | |
| 26 | 18450 | |
| 25 | 19050 | |
| 24 | 20284 | |
| 23 | 20096 | |
| 22 | 20315 |
day_of_week_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.439645508 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 86787 |
| Zeros (%) | 15.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.730416008 |
|---|---|
| Coefficient of variation (CV) | 0.7092899368 |
| Kurtosis | -0.9192544035 |
| Mean | 2.439645508 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.274435407 |
| Sum | 1353569 |
| Variance | 2.994339561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 107192 | |
| 1 | 105135 | |
| 3 | 94722 | |
| 0 | 86787 | |
| 4 | 79003 | |
| 5 | 58026 | |
| 6 | 23957 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 86787 | |
| 1 | 105135 | |
| 2 | 107192 | |
| 3 | 94722 | |
| 4 | 79003 | |
| 5 | 58026 | |
| 6 | 23957 | 4.3% |
| Value | Count | Frequency (%) |
| 6 | 23957 | 4.3% |
| 5 | 58026 | |
| 4 | 79003 | |
| 3 | 94722 | |
| 2 | 107192 | |
| 1 | 105135 | |
| 0 | 86787 |
week_of_year_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.03364322 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.31143732 |
|---|---|
| Coefficient of variation (CV) | 0.5538668108 |
| Kurtosis | -0.8753861051 |
| Mean | 24.03364322 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2732430855 |
| Sum | 13334394 |
| Variance | 177.1943636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 18862 | 3.4% |
| 21 | 17613 | 3.2% |
| 19 | 17287 | 3.1% |
| 25 | 17251 | 3.1% |
| 24 | 17035 | 3.1% |
| 20 | 17028 | 3.1% |
| 26 | 16991 | 3.1% |
| 18 | 15764 | 2.8% |
| 22 | 15511 | 2.8% |
| 17 | 15159 | 2.7% |
| Other values (43) | 386321 |
| Value | Count | Frequency (%) |
| 1 | 5896 | |
| 2 | 6530 | |
| 3 | 10144 | |
| 4 | 10302 | |
| 5 | 9530 | |
| 6 | 11530 | |
| 7 | 11450 | |
| 8 | 11682 | |
| 9 | 11470 | |
| 10 | 11924 |
| Value | Count | Frequency (%) |
| 53 | 2 | < 0.1% |
| 52 | 3305 | 0.6% |
| 51 | 5236 | |
| 50 | 6236 | |
| 49 | 7096 | |
| 48 | 6394 | |
| 47 | 7579 | |
| 46 | 8339 | |
| 45 | 8227 | |
| 44 | 6880 |
year_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.999165 |
| Minimum | 2010 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2015 |
| Maximum | 2015 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.113669869 |
|---|---|
| Coefficient of variation (CV) | 0.0005532391111 |
| Kurtosis | -0.3835469917 |
| Mean | 2012.999165 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.006615507521 |
| Sum | 1116856223 |
| Variance | 1.240260577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2013 | 202756 | |
| 2012 | 137610 | |
| 2014 | 110797 | |
| 2015 | 59671 | 10.8% |
| 2011 | 38972 | 7.0% |
| 2010 | 5016 | 0.9% |
| Value | Count | Frequency (%) |
| 2010 | 5016 | 0.9% |
| 2011 | 38972 | 7.0% |
| 2012 | 137610 | |
| 2013 | 202756 | |
| 2014 | 110797 | |
| 2015 | 59671 | 10.8% |
| Value | Count | Frequency (%) |
| 2015 | 59671 | 10.8% |
| 2014 | 110797 | |
| 2013 | 202756 | |
| 2012 | 137610 | |
| 2011 | 38972 | 7.0% |
| 2010 | 5016 | 0.9% |
month_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.899670525 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.796555175 |
|---|---|
| Coefficient of variation (CV) | 0.4740188732 |
| Kurtosis | -0.5926744518 |
| Mean | 5.899670525 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2059007341 |
| Sum | 3273267 |
| Variance | 7.820720845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 123243 | |
| 5 | 67843 | |
| 4 | 52103 | |
| 3 | 45645 | 8.2% |
| 8 | 43818 | 7.9% |
| 7 | 40280 | 7.3% |
| 2 | 40204 | 7.2% |
| 9 | 38519 | 6.9% |
| 1 | 32810 | 5.9% |
| 10 | 30383 | 5.5% |
| Other values (2) | 39974 | 7.2% |
| Value | Count | Frequency (%) |
| 1 | 32810 | 5.9% |
| 2 | 40204 | 7.2% |
| 3 | 45645 | 8.2% |
| 4 | 52103 | |
| 5 | 67843 | |
| 6 | 123243 | |
| 7 | 40280 | 7.3% |
| 8 | 43818 | 7.9% |
| 9 | 38519 | 6.9% |
| 10 | 30383 | 5.5% |
| Value | Count | Frequency (%) |
| 12 | 13310 | 2.4% |
| 11 | 26664 | 4.8% |
| 10 | 30383 | 5.5% |
| 9 | 38519 | 6.9% |
| 8 | 43818 | 7.9% |
| 7 | 40280 | 7.3% |
| 6 | 123243 | |
| 5 | 67843 | |
| 4 | 52103 | |
| 3 | 45645 | 8.2% |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.55563226 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 17 |
| Q3 | 25 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.882690308 |
|---|---|
| Coefficient of variation (CV) | 0.536535855 |
| Kurtosis | -1.249593904 |
| Mean | 16.55563226 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.07880975466 |
| Sum | 9185429 |
| Variance | 78.90218711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 66907 | 12.1% |
| 15 | 18764 | 3.4% |
| 5 | 18441 | 3.3% |
| 16 | 18380 | 3.3% |
| 17 | 18161 | 3.3% |
| 23 | 18084 | 3.3% |
| 4 | 17854 | 3.2% |
| 11 | 17826 | 3.2% |
| 9 | 17689 | 3.2% |
| 13 | 17606 | 3.2% |
| Other values (21) | 325110 |
| Value | Count | Frequency (%) |
| 1 | 13073 | |
| 2 | 15027 | |
| 3 | 16969 | |
| 4 | 17854 | |
| 5 | 18441 | |
| 6 | 17026 | |
| 7 | 16618 | |
| 8 | 16778 | |
| 9 | 17689 | |
| 10 | 17263 |
| Value | Count | Frequency (%) |
| 31 | 2045 | 0.4% |
| 30 | 7912 | 1.4% |
| 29 | 66907 | |
| 28 | 14280 | 2.6% |
| 27 | 15244 | 2.7% |
| 26 | 15743 | 2.8% |
| 25 | 17490 | 3.2% |
| 24 | 17523 | 3.2% |
| 23 | 18084 | 3.3% |
| 22 | 17539 | 3.2% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.200473305 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 124075 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.738417998 |
|---|---|
| Coefficient of variation (CV) | 0.7900200355 |
| Kurtosis | -0.9319808208 |
| Mean | 2.200473305 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3440031114 |
| Sum | 1220871 |
| Variance | 3.022097137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124075 | |
| 2 | 101856 | |
| 1 | 97008 | |
| 3 | 90899 | |
| 4 | 74110 | |
| 5 | 50230 | |
| 6 | 16644 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 124075 | |
| 1 | 97008 | |
| 2 | 101856 | |
| 3 | 90899 | |
| 4 | 74110 | |
| 5 | 50230 | |
| 6 | 16644 | 3.0% |
| Value | Count | Frequency (%) |
| 6 | 16644 | 3.0% |
| 5 | 50230 | |
| 4 | 74110 | |
| 3 | 90899 | |
| 2 | 101856 | |
| 1 | 97008 | |
| 0 | 124075 |
week_of_year_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 52 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.67367372 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 25 |
| Q3 | 33 |
| 95-th percentile | 46 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.19191992 |
|---|---|
| Coefficient of variation (CV) | 0.4941266572 |
| Kurtosis | -0.6307787703 |
| Mean | 24.67367372 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.154249366 |
| Sum | 13689497 |
| Variance | 148.6429112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 66367 | 12.0% |
| 24 | 17626 | 3.2% |
| 23 | 17089 | 3.1% |
| 21 | 16538 | 3.0% |
| 25 | 15858 | 2.9% |
| 26 | 15322 | 2.8% |
| 20 | 14949 | 2.7% |
| 19 | 14893 | 2.7% |
| 22 | 13908 | 2.5% |
| 18 | 13788 | 2.5% |
| Other values (42) | 348484 |
| Value | Count | Frequency (%) |
| 1 | 4203 | 0.8% |
| 2 | 4831 | |
| 3 | 7850 | |
| 4 | 8075 | |
| 5 | 7387 | |
| 6 | 9146 | |
| 7 | 9753 | |
| 8 | 10274 | |
| 9 | 9929 | |
| 10 | 10616 |
| Value | Count | Frequency (%) |
| 52 | 1808 | 0.3% |
| 51 | 3927 | |
| 50 | 4824 | |
| 49 | 5719 | |
| 48 | 5329 | |
| 47 | 5931 | |
| 46 | 6672 | |
| 45 | 7077 | |
| 44 | 5760 | |
| 43 | 6278 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| 2013 | |
|---|---|
| 2012 | |
| 2014 | |
| 2011 | |
| 2010 | 6129 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2219288 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2011 |
|---|---|
| 2nd row | 2010 |
| 3rd row | 2011 |
| 4th row | 2010 |
| 5th row | 2010 |
Common Values
| Value | Count | Frequency (%) |
| 2013 | 224619 | |
| 2012 | 162945 | |
| 2014 | 111134 | |
| 2011 | 49995 | 9.0% |
| 2010 | 6129 | 1.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2013 | 224619 | |
| 2012 | 162945 | |
| 2014 | 111134 | |
| 2011 | 49995 | 9.0% |
| 2010 | 6129 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 717767 | |
| 1 | 604817 | |
| 0 | 560951 | |
| 3 | 224619 | 10.1% |
| 4 | 111134 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2219288 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 717767 | |
| 1 | 604817 | |
| 0 | 560951 | |
| 3 | 224619 | 10.1% |
| 4 | 111134 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2219288 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 717767 | |
| 1 | 604817 | |
| 0 | 560951 | |
| 3 | 224619 | 10.1% |
| 4 | 111134 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2219288 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 717767 | |
| 1 | 604817 | |
| 0 | 560951 | |
| 3 | 224619 | 10.1% |
| 4 | 111134 | 5.0% |
month_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.809180242 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.068355187 |
|---|---|
| Coefficient of variation (CV) | 0.5281907359 |
| Kurtosis | -0.8703270809 |
| Mean | 5.809180242 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2740977688 |
| Sum | 3223061 |
| Variance | 9.414803552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 75316 | |
| 6 | 71584 | |
| 4 | 62329 | |
| 3 | 51820 | |
| 2 | 46147 | |
| 8 | 44152 | |
| 1 | 44083 | |
| 9 | 41159 | |
| 7 | 33820 | |
| 10 | 32590 | |
| Other values (2) | 51822 |
| Value | Count | Frequency (%) |
| 1 | 44083 | |
| 2 | 46147 | |
| 3 | 51820 | |
| 4 | 62329 | |
| 5 | 75316 | |
| 6 | 71584 | |
| 7 | 33820 | |
| 8 | 44152 | |
| 9 | 41159 | |
| 10 | 32590 |
| Value | Count | Frequency (%) |
| 12 | 19495 | 3.5% |
| 11 | 32327 | |
| 10 | 32590 | |
| 9 | 41159 | |
| 8 | 44152 | |
| 7 | 33820 | |
| 6 | 71584 | |
| 5 | 75316 | |
| 4 | 62329 | |
| 3 | 51820 |
day_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.51491109 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.422993585 |
|---|---|
| Coefficient of variation (CV) | 0.5428966713 |
| Kurtosis | -1.178968574 |
| Mean | 15.51491109 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.001614584424 |
| Sum | 8608014 |
| Variance | 70.94682094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 20325 | 3.7% |
| 24 | 20306 | 3.7% |
| 23 | 20060 | 3.6% |
| 13 | 19783 | 3.6% |
| 16 | 19780 | 3.6% |
| 27 | 19739 | 3.6% |
| 3 | 19649 | 3.5% |
| 15 | 19324 | 3.5% |
| 18 | 19185 | 3.5% |
| 10 | 19165 | 3.5% |
| Other values (21) | 357506 |
| Value | Count | Frequency (%) |
| 1 | 12969 | |
| 2 | 16337 | |
| 3 | 19649 | |
| 4 | 18866 | |
| 5 | 18931 | |
| 6 | 18713 | |
| 7 | 19002 | |
| 8 | 18730 | |
| 9 | 19114 | |
| 10 | 19165 |
| Value | Count | Frequency (%) |
| 31 | 2857 | 0.5% |
| 30 | 11463 | |
| 29 | 14883 | |
| 28 | 17651 | |
| 27 | 19739 | |
| 26 | 18450 | |
| 25 | 19054 | |
| 24 | 20306 | |
| 23 | 20060 | |
| 22 | 20325 |
day_of _week_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.439924877 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 86744 |
| Zeros (%) | 15.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.730548632 |
|---|---|
| Coefficient of variation (CV) | 0.7092630795 |
| Kurtosis | -0.9196450026 |
| Mean | 2.439924877 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2744991132 |
| Sum | 1353724 |
| Variance | 2.994798568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 107256 | |
| 1 | 105165 | |
| 3 | 94577 | |
| 0 | 86744 | |
| 4 | 79052 | |
| 5 | 58060 | |
| 6 | 23968 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 86744 | |
| 1 | 105165 | |
| 2 | 107256 | |
| 3 | 94577 | |
| 4 | 79052 | |
| 5 | 58060 | |
| 6 | 23968 | 4.3% |
| Value | Count | Frequency (%) |
| 6 | 23968 | 4.3% |
| 5 | 58060 | |
| 4 | 79052 | |
| 3 | 94577 | |
| 2 | 107256 | |
| 1 | 105165 | |
| 0 | 86744 |
week_of _year_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.03956044 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 34 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.31524146 |
|---|---|
| Coefficient of variation (CV) | 0.5538887242 |
| Kurtosis | -0.8765677966 |
| Mean | 24.03956044 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2726658434 |
| Sum | 13337677 |
| Variance | 177.2956552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 18859 | 3.4% |
| 21 | 17617 | 3.2% |
| 19 | 17269 | 3.1% |
| 25 | 17245 | 3.1% |
| 24 | 17028 | 3.1% |
| 20 | 16997 | 3.1% |
| 26 | 16985 | 3.1% |
| 18 | 15766 | 2.8% |
| 22 | 15523 | 2.8% |
| 17 | 15159 | 2.7% |
| Other values (43) | 386374 |
| Value | Count | Frequency (%) |
| 1 | 5898 | |
| 2 | 6531 | |
| 3 | 10142 | |
| 4 | 10303 | |
| 5 | 9540 | |
| 6 | 11533 | |
| 7 | 11455 | |
| 8 | 11676 | |
| 9 | 11466 | |
| 10 | 11914 |
| Value | Count | Frequency (%) |
| 53 | 2 | < 0.1% |
| 52 | 3306 | 0.6% |
| 51 | 5237 | |
| 50 | 6237 | |
| 49 | 7098 | |
| 48 | 6396 | |
| 47 | 7642 | |
| 46 | 8357 | |
| 45 | 8232 | |
| 44 | 6888 |
gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| FEMALE | |
|---|---|
| MALE | |
| -unknown- | |
| OTHER | 1627 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.665797319 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3143509 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | FEMALE |
| 3rd row | FEMALE |
| 4th row | -unknown- |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 246792 | |
| MALE | 220601 | |
| -unknown- | 85802 | 15.5% |
| OTHER | 1627 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| female | 246792 | |
| male | 220601 | |
| unknown | 85802 | 15.5% |
| other | 1627 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 715812 | |
| M | 467393 | |
| A | 467393 | |
| L | 467393 | |
| n | 257406 | 8.2% |
| F | 246792 | 7.9% |
| - | 171604 | 5.5% |
| u | 85802 | 2.7% |
| k | 85802 | 2.7% |
| o | 85802 | 2.7% |
| Other values (5) | 92310 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2371291 | |
| Lowercase Letter | 600614 | 19.1% |
| Dash Punctuation | 171604 | 5.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 715812 | |
| M | 467393 | |
| A | 467393 | |
| L | 467393 | |
| F | 246792 | 10.4% |
| O | 1627 | 0.1% |
| T | 1627 | 0.1% |
| H | 1627 | 0.1% |
| R | 1627 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 257406 | |
| u | 85802 | 14.3% |
| k | 85802 | 14.3% |
| o | 85802 | 14.3% |
| w | 85802 | 14.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 171604 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2971905 | |
| Common | 171604 | 5.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 715812 | |
| M | 467393 | |
| A | 467393 | |
| L | 467393 | |
| n | 257406 | 8.7% |
| F | 246792 | 8.3% |
| u | 85802 | 2.9% |
| k | 85802 | 2.9% |
| o | 85802 | 2.9% |
| w | 85802 | 2.9% |
| Other values (4) | 6508 | 0.2% |
Common
| Value | Count | Frequency (%) |
| - | 171604 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3143509 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 715812 | |
| M | 467393 | |
| A | 467393 | |
| L | 467393 | |
| n | 257406 | 8.2% |
| F | 246792 | 7.9% |
| - | 171604 | 5.5% |
| u | 85802 | 2.7% |
| k | 85802 | 2.7% |
| o | 85802 | 2.7% |
| Other values (5) | 92310 | 2.9% |
signup_method
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| basic | |
|---|---|
| 514 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 6.116121927 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3393359 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | basic |
| 3rd row | |
| 4th row | basic |
| 5th row | basic |
Common Values
| Value | Count | Frequency (%) |
| basic | 348063 | |
| 206245 | ||
| 514 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| basic | 348063 | |
| 206245 | ||
| 514 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 554308 | |
| a | 554308 | |
| c | 554308 | |
| o | 413518 | |
| s | 348063 | |
| i | 348063 | |
| e | 206759 | 6.1% |
| f | 206245 | 6.1% |
| k | 206245 | 6.1% |
| g | 1028 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3393359 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 554308 | |
| a | 554308 | |
| c | 554308 | |
| o | 413518 | |
| s | 348063 | |
| i | 348063 | |
| e | 206759 | 6.1% |
| f | 206245 | 6.1% |
| k | 206245 | 6.1% |
| g | 1028 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3393359 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 554308 | |
| a | 554308 | |
| c | 554308 | |
| o | 413518 | |
| s | 348063 | |
| i | 348063 | |
| e | 206759 | 6.1% |
| f | 206245 | 6.1% |
| k | 206245 | 6.1% |
| g | 1028 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3393359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 554308 | |
| a | 554308 | |
| c | 554308 | |
| o | 413518 | |
| s | 348063 | |
| i | 348063 | |
| e | 206759 | 6.1% |
| f | 206245 | 6.1% |
| k | 206245 | 6.1% |
| g | 1028 | < 0.1% |
language
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| en | |
|---|---|
| fr | 3573 |
| es | 2504 |
| de | 2425 |
| zh | 1775 |
| Other values (20) | 4801 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1109644 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 539744 | |
| fr | 3573 | 0.6% |
| es | 2504 | 0.5% |
| de | 2425 | 0.4% |
| zh | 1775 | 0.3% |
| it | 1047 | 0.2% |
| ko | 970 | 0.2% |
| ru | 706 | 0.1% |
| pt | 380 | 0.1% |
| nl | 375 | 0.1% |
| Other values (15) | 1323 | 0.2% |
Length
| Value | Count | Frequency (%) |
| en | 539744 | |
| fr | 3573 | 0.6% |
| es | 2504 | 0.5% |
| de | 2425 | 0.4% |
| zh | 1775 | 0.3% |
| it | 1047 | 0.2% |
| ko | 970 | 0.2% |
| ru | 706 | 0.1% |
| pt | 380 | 0.1% |
| nl | 375 | 0.1% |
| Other values (15) | 1323 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 544766 | |
| n | 540193 | |
| r | 4392 | 0.4% |
| f | 3605 | 0.3% |
| s | 2860 | 0.3% |
| d | 2557 | 0.2% |
| h | 1811 | 0.2% |
| z | 1775 | 0.2% |
| t | 1555 | 0.1% |
| i | 1105 | 0.1% |
| Other values (9) | 5025 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1109644 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 544766 | |
| n | 540193 | |
| r | 4392 | 0.4% |
| f | 3605 | 0.3% |
| s | 2860 | 0.3% |
| d | 2557 | 0.2% |
| h | 1811 | 0.2% |
| z | 1775 | 0.2% |
| t | 1555 | 0.1% |
| i | 1105 | 0.1% |
| Other values (9) | 5025 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1109644 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 544766 | |
| n | 540193 | |
| r | 4392 | 0.4% |
| f | 3605 | 0.3% |
| s | 2860 | 0.3% |
| d | 2557 | 0.2% |
| h | 1811 | 0.2% |
| z | 1775 | 0.2% |
| t | 1555 | 0.1% |
| i | 1105 | 0.1% |
| Other values (9) | 5025 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1109644 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 544766 | |
| n | 540193 | |
| r | 4392 | 0.4% |
| f | 3605 | 0.3% |
| s | 2860 | 0.3% |
| d | 2557 | 0.2% |
| h | 1811 | 0.2% |
| z | 1775 | 0.2% |
| t | 1555 | 0.1% |
| i | 1105 | 0.1% |
| Other values (9) | 5025 | 0.5% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| seo | 24541 |
| other | 16198 |
| Other values (3) | 22440 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.807776188 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3777104 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | seo |
|---|---|
| 2nd row | direct |
| 3rd row | direct |
| 4th row | direct |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| direct | 369212 | |
| sem-brand | 74104 | 13.4% |
| sem-non-brand | 48327 | 8.7% |
| seo | 24541 | 4.4% |
| other | 16198 | 2.9% |
| api | 13988 | 2.5% |
| content | 5726 | 1.0% |
| remarketing | 2726 | 0.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| direct | 369212 | |
| sem-brand | 74104 | 13.4% |
| sem-non-brand | 48327 | 8.7% |
| seo | 24541 | 4.4% |
| other | 16198 | 2.9% |
| api | 13988 | 2.5% |
| content | 5726 | 1.0% |
| remarketing | 2726 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 543560 | |
| r | 513293 | |
| d | 491643 | |
| t | 399588 | |
| i | 385926 | |
| c | 374938 | |
| n | 233263 | |
| - | 170758 | 4.5% |
| s | 146972 | 3.9% |
| a | 139145 | 3.7% |
| Other values (7) | 378018 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3606346 | |
| Dash Punctuation | 170758 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 543560 | |
| r | 513293 | |
| d | 491643 | |
| t | 399588 | |
| i | 385926 | |
| c | 374938 | |
| n | 233263 | |
| s | 146972 | 4.1% |
| a | 139145 | 3.9% |
| m | 125157 | 3.5% |
| Other values (6) | 252861 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 170758 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3606346 | |
| Common | 170758 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 543560 | |
| r | 513293 | |
| d | 491643 | |
| t | 399588 | |
| i | 385926 | |
| c | 374938 | |
| n | 233263 | |
| s | 146972 | 4.1% |
| a | 139145 | 3.9% |
| m | 125157 | 3.5% |
| Other values (6) | 252861 |
Common
| Value | Count | Frequency (%) |
| - | 170758 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3777104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 543560 | |
| r | 513293 | |
| d | 491643 | |
| t | 399588 | |
| i | 385926 | |
| c | 374938 | |
| n | 233263 | |
| - | 170758 | 4.5% |
| s | 146972 | 3.9% |
| a | 139145 | 3.7% |
| Other values (7) | 378018 |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| direct | |
|---|---|
| other | 22501 |
| 6916 | |
| craigslist | 6349 |
| Other values (12) | 11615 |
Length
| Max length | 19 |
|---|---|
| Median length | 6 |
| Mean length | 6.051560681 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3357539 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | direct |
| 3rd row | direct |
| 4th row | direct |
| 5th row | craigslist |
Common Values
| Value | Count | Frequency (%) |
| direct | 368194 | |
| 139247 | 25.1% | |
| other | 22501 | 4.1% |
| 6916 | 1.2% | |
| craigslist | 6349 | 1.1% |
| bing | 5678 | 1.0% |
| facebook-open-graph | 1739 | 0.3% |
| vast | 1371 | 0.2% |
| padmapper | 972 | 0.2% |
| yahoo | 755 | 0.1% |
| Other values (7) | 1100 | 0.2% |
Length
| Value | Count | Frequency (%) |
| direct | 368194 | |
| 139247 | 25.1% | |
| other | 22501 | 4.1% |
| 6916 | 1.2% | |
| craigslist | 6349 | 1.1% |
| bing | 5678 | 1.0% |
| facebook-open-graph | 1739 | 0.3% |
| vast | 1371 | 0.2% |
| padmapper | 972 | 0.2% |
| yahoo | 755 | 0.1% |
| Other values (7) | 1100 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 542628 | |
| r | 400096 | |
| t | 399031 | |
| i | 387137 | |
| c | 383198 | |
| d | 369213 | |
| o | 321554 | |
| g | 292887 | |
| l | 145863 | 4.3% |
| h | 24995 | 0.7% |
| Other values (14) | 90937 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3353794 | |
| Dash Punctuation | 3745 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 542628 | |
| r | 400096 | |
| t | 399031 | |
| i | 387137 | |
| c | 383198 | |
| d | 369213 | |
| o | 321554 | |
| g | 292887 | |
| l | 145863 | 4.3% |
| h | 24995 | 0.7% |
| Other values (13) | 87192 | 2.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3745 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3353794 | |
| Common | 3745 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 542628 | |
| r | 400096 | |
| t | 399031 | |
| i | 387137 | |
| c | 383198 | |
| d | 369213 | |
| o | 321554 | |
| g | 292887 | |
| l | 145863 | 4.3% |
| h | 24995 | 0.7% |
| Other values (13) | 87192 | 2.6% |
Common
| Value | Count | Frequency (%) |
| - | 3745 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3357539 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 542628 | |
| r | 400096 | |
| t | 399031 | |
| i | 387137 | |
| c | 383198 | |
| d | 369213 | |
| o | 321554 | |
| g | 292887 | |
| l | 145863 | 4.3% |
| h | 24995 | 0.7% |
| Other values (14) | 90937 | 2.7% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 12471 |
| product | 3857 |
| Other values (2) | 324 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.195284253 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3992102 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | untracked |
| 5th row | untracked |
Common Values
| Value | Count | Frequency (%) |
| untracked | 303301 | |
| linked | 121916 | |
| omg | 112953 | 20.4% |
| tracked-other | 12471 | 2.2% |
| product | 3857 | 0.7% |
| marketing | 241 | < 0.1% |
| local ops | 83 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| untracked | 303301 | |
| linked | 121916 | |
| omg | 112953 | 20.4% |
| tracked-other | 12471 | 2.2% |
| product | 3857 | 0.7% |
| marketing | 241 | < 0.1% |
| local | 83 | < 0.1% |
| ops | 83 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 450400 | |
| d | 441545 | |
| k | 437929 | |
| n | 425458 | |
| t | 332341 | |
| r | 332341 | |
| c | 319712 | |
| a | 316096 | |
| u | 307158 | |
| o | 129447 | 3.2% |
| Other values (9) | 499675 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3979548 | |
| Dash Punctuation | 12471 | 0.3% |
| Space Separator | 83 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 450400 | |
| d | 441545 | |
| k | 437929 | |
| n | 425458 | |
| t | 332341 | |
| r | 332341 | |
| c | 319712 | |
| a | 316096 | |
| u | 307158 | |
| o | 129447 | 3.3% |
| Other values (7) | 487121 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 12471 |
Space Separator
| Value | Count | Frequency (%) |
| 83 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3979548 | |
| Common | 12554 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 450400 | |
| d | 441545 | |
| k | 437929 | |
| n | 425458 | |
| t | 332341 | |
| r | 332341 | |
| c | 319712 | |
| a | 316096 | |
| u | 307158 | |
| o | 129447 | 3.3% |
| Other values (7) | 487121 |
Common
| Value | Count | Frequency (%) |
| - | 12471 | |
| 83 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3992102 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 450400 | |
| d | 441545 | |
| k | 437929 | |
| n | 425458 | |
| t | 332341 | |
| r | 332341 | |
| c | 319712 | |
| a | 316096 | |
| u | 307158 | |
| o | 129447 | 3.2% |
| Other values (9) | 499675 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Web | |
|---|---|
| iOS | 28268 |
| Moweb | 7764 |
| Android | 5821 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.069953967 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1703278 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 512969 | |
| iOS | 28268 | 5.1% |
| Moweb | 7764 | 1.4% |
| Android | 5821 | 1.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| web | 512969 | |
| ios | 28268 | 5.1% |
| moweb | 7764 | 1.4% |
| android | 5821 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 520733 | |
| b | 520733 | |
| W | 512969 | |
| i | 34089 | 2.0% |
| O | 28268 | 1.7% |
| S | 28268 | 1.7% |
| o | 13585 | 0.8% |
| d | 11642 | 0.7% |
| M | 7764 | 0.5% |
| w | 7764 | 0.5% |
| Other values (3) | 17463 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1120188 | |
| Uppercase Letter | 583090 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 520733 | |
| b | 520733 | |
| i | 34089 | 3.0% |
| o | 13585 | 1.2% |
| d | 11642 | 1.0% |
| w | 7764 | 0.7% |
| n | 5821 | 0.5% |
| r | 5821 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 512969 | |
| O | 28268 | 4.8% |
| S | 28268 | 4.8% |
| M | 7764 | 1.3% |
| A | 5821 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1703278 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 520733 | |
| b | 520733 | |
| W | 512969 | |
| i | 34089 | 2.0% |
| O | 28268 | 1.7% |
| S | 28268 | 1.7% |
| o | 13585 | 0.8% |
| d | 11642 | 0.7% |
| M | 7764 | 0.5% |
| w | 7764 | 0.5% |
| Other values (3) | 17463 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1703278 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 520733 | |
| b | 520733 | |
| W | 512969 | |
| i | 34089 | 2.0% |
| O | 28268 | 1.7% |
| S | 28268 | 1.7% |
| o | 13585 | 0.8% |
| d | 11642 | 0.7% |
| M | 7764 | 0.5% |
| w | 7764 | 0.5% |
| Other values (3) | 17463 | 1.0% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Mac Desktop | |
|---|---|
| Windows Desktop | |
| iPad | |
| iPhone | |
| Other/Unknown | 6024 |
| Other values (4) | 9466 |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 11.66327038 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6471039 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mac Desktop |
|---|---|
| 2nd row | Windows Desktop |
| 3rd row | Mac Desktop |
| 4th row | Mac Desktop |
| 5th row | Mac Desktop |
Common Values
| Value | Count | Frequency (%) |
| Mac Desktop | 287424 | |
| Windows Desktop | 184099 | |
| iPad | 35356 | 6.4% |
| iPhone | 32453 | 5.8% |
| Other/Unknown | 6024 | 1.1% |
| Desktop (Other) | 3714 | 0.7% |
| Android Phone | 3066 | 0.6% |
| Android Tablet | 2620 | 0.5% |
| SmartPhone (Other) | 66 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| desktop | 475237 | |
| mac | 287424 | |
| windows | 184099 | 17.8% |
| ipad | 35356 | 3.4% |
| iphone | 32453 | 3.1% |
| other/unknown | 6024 | 0.6% |
| android | 5686 | 0.5% |
| other | 3780 | 0.4% |
| phone | 3066 | 0.3% |
| tablet | 2620 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 706631 | |
| s | 659336 | |
| e | 523246 | 8.1% |
| t | 487727 | 7.5% |
| k | 481261 | 7.4% |
| 480989 | 7.4% | |
| D | 475237 | 7.3% |
| p | 475237 | 7.3% |
| a | 325466 | 5.0% |
| M | 287424 | 4.4% |
| Other values (20) | 1568485 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4934565 | |
| Uppercase Letter | 1041901 | 16.1% |
| Space Separator | 480989 | 7.4% |
| Other Punctuation | 6024 | 0.1% |
| Open Punctuation | 3780 | 0.1% |
| Close Punctuation | 3780 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 706631 | |
| s | 659336 | |
| e | 523246 | |
| t | 487727 | |
| k | 481261 | |
| p | 475237 | |
| a | 325466 | |
| c | 287424 | |
| i | 257594 | 5.2% |
| n | 243442 | 4.9% |
| Other values (7) | 487201 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 475237 | |
| M | 287424 | |
| W | 184099 | 17.7% |
| P | 70941 | 6.8% |
| O | 9804 | 0.9% |
| U | 6024 | 0.6% |
| A | 5686 | 0.5% |
| T | 2620 | 0.3% |
| S | 66 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 480989 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 6024 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3780 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3780 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5976466 | |
| Common | 494573 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 706631 | |
| s | 659336 | |
| e | 523246 | |
| t | 487727 | 8.2% |
| k | 481261 | 8.1% |
| D | 475237 | 8.0% |
| p | 475237 | 8.0% |
| a | 325466 | 5.4% |
| M | 287424 | 4.8% |
| c | 287424 | 4.8% |
| Other values (16) | 1267477 |
Common
| Value | Count | Frequency (%) |
| 480989 | ||
| / | 6024 | 1.2% |
| ( | 3780 | 0.8% |
| ) | 3780 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6471039 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 706631 | |
| s | 659336 | |
| e | 523246 | 8.1% |
| t | 487727 | 7.5% |
| k | 481261 | 7.4% |
| 480989 | 7.4% | |
| D | 475237 | 7.3% |
| p | 475237 | 7.3% |
| a | 325466 | 5.0% |
| M | 287424 | 4.4% |
| Other values (20) | 1568485 |
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
| Chrome | |
|---|---|
| Safari | |
| Firefox | |
| IE | |
| Mobile Safari | |
| Other values (36) |
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 6.611925987 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3668442 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chrome |
|---|---|
| 2nd row | IE |
| 3rd row | Firefox |
| 4th row | Chrome |
| 5th row | Safari |
Common Values
| Value | Count | Frequency (%) |
| Chrome | 193752 | |
| Safari | 136078 | |
| Firefox | 100149 | |
| IE | 45748 | 8.2% |
| Mobile Safari | 42756 | 7.7% |
| -unknown- | 31231 | 5.6% |
| Chrome Mobile | 2144 | 0.4% |
| Android Browser | 1143 | 0.2% |
| Opera | 417 | 0.1% |
| Chromium | 286 | 0.1% |
| Other values (31) | 1118 | 0.2% |
Length
| Value | Count | Frequency (%) |
| chrome | 195896 | |
| safari | 178834 | |
| firefox | 100188 | |
| ie | 45761 | 7.6% |
| mobile | 44954 | 7.5% |
| unknown | 31231 | 5.2% |
| browser | 1236 | 0.2% |
| android | 1143 | 0.2% |
| opera | 421 | 0.1% |
| chromium | 286 | < 0.1% |
| Other values (33) | 1435 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 480009 | |
| o | 375836 | |
| a | 358450 | |
| e | 343556 | |
| i | 325739 | |
| f | 279022 | 7.6% |
| m | 196478 | 5.4% |
| h | 196267 | 5.4% |
| C | 196239 | 5.3% |
| S | 179086 | 4.9% |
| Other values (36) | 737760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2942613 | |
| Uppercase Letter | 616793 | 16.8% |
| Dash Punctuation | 62462 | 1.7% |
| Space Separator | 46563 | 1.3% |
| Other Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 480009 | |
| o | 375836 | |
| a | 358450 | |
| e | 343556 | |
| i | 325739 | |
| f | 279022 | |
| m | 196478 | |
| h | 196267 | |
| x | 100541 | 3.4% |
| n | 95071 | 3.2% |
| Other values (14) | 191644 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 196239 | |
| S | 179086 | |
| F | 100208 | |
| E | 46023 | 7.5% |
| I | 45871 | 7.4% |
| M | 45291 | 7.3% |
| A | 1493 | 0.2% |
| B | 1373 | 0.2% |
| O | 663 | 0.1% |
| L | 240 | < 0.1% |
| Other values (9) | 306 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 62462 |
Space Separator
| Value | Count | Frequency (%) |
| 46563 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3559406 | |
| Common | 109036 | 3.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 480009 | |
| o | 375836 | |
| a | 358450 | |
| e | 343556 | |
| i | 325739 | |
| f | 279022 | |
| m | 196478 | 5.5% |
| h | 196267 | 5.5% |
| C | 196239 | 5.5% |
| S | 179086 | 5.0% |
| Other values (33) | 628724 |
Common
| Value | Count | Frequency (%) |
| - | 62462 | |
| 46563 | ||
| . | 11 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3668442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 480009 | |
| o | 375836 | |
| a | 358450 | |
| e | 343556 | |
| i | 325739 | |
| f | 279022 | 7.6% |
| m | 196478 | 5.4% |
| h | 196267 | 5.4% |
| C | 196239 | 5.3% |
| S | 179086 | 4.9% |
| Other values (36) | 737760 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of _week_first_account_created | week_of _year_first_account_created | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 38 | 0 | 2228 | 732 | 1496 | 2009 | 5 | 23 | 5 | 21 | 2015 | 6 | 29 | 0 | 27 | 2011 | 5 | 25 | 2 | 21 | MALE | en | seo | untracked | Web | Mac Desktop | Chrome | ||
| 1 | 56 | 3 | 419 | 476 | -57 | 2009 | 6 | 9 | 1 | 24 | 2010 | 8 | 2 | 0 | 31 | 2010 | 9 | 28 | 1 | 39 | FEMALE | basic | en | direct | direct | untracked | Web | Windows Desktop | IE |
| 2 | 42 | 0 | 1043 | 765 | 278 | 2009 | 10 | 31 | 5 | 44 | 2012 | 9 | 8 | 5 | 36 | 2011 | 12 | 5 | 0 | 49 | FEMALE | en | direct | direct | untracked | Web | Mac Desktop | Firefox | |
| 3 | 41 | 0 | 72 | 280 | -208 | 2009 | 12 | 8 | 1 | 50 | 2010 | 2 | 18 | 3 | 7 | 2010 | 9 | 14 | 1 | 37 | -unknown- | basic | en | direct | direct | untracked | Web | Mac Desktop | Chrome |
| 4 | 46 | 0 | 3 | 0 | 3 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 5 | 1 | 1 | 2010 | 1 | 2 | 5 | 53 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari |
| 5 | 47 | 0 | 10 | 0 | 10 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 13 | 2 | 2 | 2010 | 1 | 3 | 6 | 53 | FEMALE | basic | en | direct | direct | omg | Web | Mac Desktop | Safari |
| 6 | 50 | 0 | 206 | 0 | 206 | 2010 | 1 | 4 | 0 | 1 | 2010 | 7 | 29 | 3 | 30 | 2010 | 1 | 4 | 0 | 1 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Safari |
| 7 | 46 | 0 | 0 | 0 | 0 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | -unknown- | basic | en | other | craigslist | omg | Web | Mac Desktop | Firefox |
| 8 | 36 | 0 | 2 | 0 | 2 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 6 | 2 | 1 | 2010 | 1 | 4 | 0 | 1 | FEMALE | basic | en | other | craigslist | untracked | Web | Mac Desktop | Firefox |
| 9 | 47 | 0 | 2001 | 0 | 2001 | 2010 | 1 | 5 | 1 | 1 | 2015 | 6 | 29 | 0 | 27 | 2010 | 1 | 5 | 1 | 1 | FEMALE | basic | en | other | craigslist | untracked | Web | iPhone | -unknown- |
Last rows
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of _week_first_account_created | week_of _year_first_account_created | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 554812 | 46 | 0 | 172 | 0 | 172 | 2014 | 1 | 9 | 6 | 5 | 2014 | 7 | 27 | 2 | 30 | 2014 | 1 | 9 | 6 | 5 | MALE | basic | en | direct | direct | untracked | Web | Mac Desktop | Chrome |
| 554813 | 25 | 0 | 0 | 0 | 0 | 2013 | 12 | 17 | 1 | 51 | 2013 | 12 | 17 | 1 | 51 | 2013 | 12 | 17 | 1 | 51 | MALE | basic | en | sem-brand | omg | Web | Windows Desktop | Chrome | |
| 554814 | 29 | 20 | 73 | 0 | 73 | 2014 | 3 | 4 | 2 | 11 | 2014 | 5 | 16 | 5 | 21 | 2014 | 3 | 4 | 2 | 11 | FEMALE | basic | en | direct | direct | untracked | iOS | Mac Desktop | Chrome |
| 554815 | 31 | 0 | 1 | 0 | 1 | 2013 | 11 | 19 | 1 | 47 | 2013 | 11 | 20 | 2 | 47 | 2013 | 11 | 19 | 1 | 47 | FEMALE | basic | en | sem-non-brand | omg | Web | Windows Desktop | Chrome | |
| 554816 | 40 | 0 | 1 | 0 | 1 | 2012 | 10 | 1 | 0 | 40 | 2012 | 10 | 2 | 2 | 40 | 2012 | 10 | 1 | 0 | 40 | FEMALE | basic | en | direct | direct | omg | Web | Mac Desktop | Safari |
| 554817 | 33 | 0 | 1 | 0 | 1 | 2013 | 3 | 20 | 2 | 12 | 2013 | 3 | 22 | 4 | 12 | 2013 | 3 | 20 | 2 | 12 | FEMALE | basic | en | direct | direct | linked | Web | Mac Desktop | Firefox |
| 554818 | 34 | 0 | 52 | 0 | 52 | 2012 | 7 | 7 | 0 | 27 | 2012 | 8 | 29 | 3 | 35 | 2012 | 7 | 7 | 0 | 27 | MALE | en | direct | direct | linked | Web | Windows Desktop | Firefox | |
| 554819 | 29 | 0 | 22 | 0 | 22 | 2013 | 5 | 21 | 2 | 21 | 2013 | 6 | 13 | 3 | 24 | 2013 | 5 | 21 | 2 | 21 | -unknown- | basic | en | direct | direct | untracked | Web | Windows Desktop | IE |
| 554820 | 32 | 0 | 3 | 0 | 3 | 2014 | 1 | 13 | 0 | 3 | 2014 | 1 | 16 | 3 | 3 | 2014 | 1 | 13 | 0 | 3 | FEMALE | basic | en | direct | direct | linked | Web | Mac Desktop | Safari |
| 554821 | 39 | 0 | 1 | 0 | 1 | 2011 | 7 | 22 | 5 | 29 | 2011 | 7 | 23 | 3 | 29 | 2011 | 7 | 22 | 5 | 29 | FEMALE | basic | en | direct | direct | untracked | Web | Windows Desktop | Chrome |
Most frequently occurring
| age | signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_first_booking | year_first_active | month_first_active | day_first_active | day_of_week_first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of _week_first_account_created | week_of _year_first_account_created | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51421 | 35 | 0 | 0 | 0 | 0 | 2013 | 6 | 13 | 5 | 27 | 2013 | 6 | 13 | 5 | 27 | 2013 | 6 | 13 | 5 | 27 | -unknown- | basic | en | direct | direct | untracked | Web | Mac Desktop | Chrome | 89 |
| 33585 | 31 | 0 | 0 | 0 | 0 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | FEMALE | en | direct | direct | untracked | Web | Windows Desktop | Chrome | 85 | |
| 43184 | 33 | 0 | 0 | 0 | 0 | 2013 | 6 | 15 | 6 | 24 | 2013 | 6 | 15 | 6 | 24 | 2013 | 6 | 15 | 6 | 24 | -unknown- | basic | en | sem-brand | untracked | Web | Windows Desktop | Chrome | 68 | |
| 38479 | 32 | 0 | 0 | 0 | 0 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | 2013 | 6 | 15 | 5 | 24 | -unknown- | basic | en | sem-brand | untracked | Web | Windows Desktop | Chrome | 66 | |
| 28021 | 30 | 0 | 0 | 0 | 0 | 2012 | 8 | 14 | 2 | 33 | 2012 | 8 | 14 | 2 | 33 | 2012 | 8 | 14 | 2 | 33 | FEMALE | en | direct | direct | linked | Web | Mac Desktop | Chrome | 65 | |
| 11409 | 26 | 0 | 0 | 0 | 0 | 2013 | 3 | 4 | 0 | 10 | 2013 | 3 | 5 | 1 | 10 | 2013 | 3 | 4 | 0 | 10 | -unknown- | basic | en | direct | direct | untracked | Web | Mac Desktop | Chrome | 64 |
| 47566 | 34 | 0 | 0 | 0 | 0 | 2013 | 6 | 15 | 6 | 24 | 2013 | 6 | 15 | 6 | 24 | 2013 | 6 | 15 | 6 | 24 | -unknown- | basic | en | direct | direct | linked | Web | Mac Desktop | Firefox | 63 |
| 8336 | 25 | 0 | 0 | 0 | 0 | 2013 | 3 | 5 | 1 | 10 | 2013 | 3 | 6 | 2 | 10 | 2013 | 3 | 5 | 1 | 10 | MALE | en | sem-brand | omg | Web | Windows Desktop | Chrome | 62 | ||
| 43884 | 33 | 0 | 1 | 0 | 1 | 2013 | 10 | 3 | 3 | 40 | 2013 | 10 | 4 | 4 | 40 | 2013 | 10 | 3 | 3 | 40 | MALE | basic | en | direct | direct | untracked | Web | Windows Desktop | Chrome | 62 |
| 54619 | 36 | 0 | 0 | 0 | 0 | 2012 | 6 | 18 | 1 | 24 | 2012 | 6 | 18 | 1 | 24 | 2012 | 6 | 18 | 1 | 24 | FEMALE | en | direct | direct | omg | Web | Mac Desktop | Safari | 60 |